ArticleEBioMedicine2024
The performance of 11 fingertip pulse oximeters during hypoxemia in healthy human participants with varied, quantified skin pigment.
Article in EBioMedicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06459167 (Position Intervention to Reduce Hypoxemia in Sedation Patients), which is not on this map. Cited by 24 papers, 3 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Position Intervention to Reduce Hypoxemia in Sedation Patients
Who cites it
24 citing papers in PubMed, 3 syntheses or guidelines pooled it, 34 citations in OpenAlex.
- Do Differences in Skin Pigmentation Affect Detection of Hypoxemia by Pulse Oximetry: A Systematic Review of the Literature.Clinical nursing research · 2025Pooled it
- The prevalence of hypoxaemia in paediatric and adult patients in health-care facilities in low-income and middle-income countries: a systematic review and meta-analysis.The Lancet. Global health · 2025Pooled it
- Effect of skin tone on the accuracy of the estimation of arterial oxygen saturation by pulse oximetry: a systematic review.British journal of anaesthesia · 2024Pooled it
- Prevalence of Sleep Apnea and Sleepiness in Adults With and Without HIV in Mwanza, Tanzania: Baseline Results From an Ongoing Cohort Study.Journal of sleep research · 2026Article
- Pulse Oximetry, Skin Pigmentation, and Occult Hypoxemia in Pediatric Cardiac Critical Care.Pediatric cardiology · 2026Review
- Accuracy and Bias of Pulse Oximetry in the Intensive Care Unit: A Prospective Observational Study.Nursing in critical care · 2026Observational
- Comparing pulse oximeter performance using a common functional tester versus controlled desaturation studies on healthy participants.Journal of clinical monitoring and computing · 2026Article
- Medical oxygen and respiratory support requirements for patients hospitalised with COVID-19 in 23 low-income and middle-income countries: a prospective, observational cohort study.The Lancet. Global health · 2026Observational
- The impact of skin tone on performance of pulse oximeters used by NHS England COVID Oximetry @home scheme: measurement and diagnostic accuracy study.BMJ (Clinical research ed.) · 2026Observational
- A retrospective cohort assessing practices of hypoxemia management for inpatients of Rwandan public hospitals.Discover public health · 2026Article
- Evaluation of a polarization-sensitive, dual-wavelength wearable photoplethysmography sensor across a range of skin tones.Biophotonics discovery · 2026Article
- Evaluating skin tone scales for dermatologic dataset labeling: a prospective-comparative study.NPJ digital medicine · 2025Article
- Pulse oximeter performance and skin pigment: comparison of 34 oximeters using current and emerging regulatory frameworks.medRxiv : the preprint server for health sciences · 2025Article
- The Epidemiology and Impact of Hypoxemia in Sub-Saharan Africa: Prevalence, Practices, and Outcomes.Annals of the American Thoracic Society · 2025Article
- Confronting Hypoxemic Respiratory Failure in Africa: If Not Now, When?Annals of the American Thoracic Society · 2025Article
- Pulse Oximetry and the Seriously-Ill Homebound Older Adult: A Retrospective Review of Telephone Triage Calls.Journal of the American Geriatrics Society · 2025Article
- Multidiagnostic chest-worn patch to detect obstructive sleep apnea and cardiac arrhythmias.Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2025Article
- Association of Oxygen Saturation on Home Pulse Oximetry With Telephone Triage Decision: A Retrospective Single-Center Study.CHEST pulmonary · 2025Article
- Reducing global inequities in medical oxygen access: the Lancet Global Health Commission on medical oxygen security.The Lancet. Global health · 2025Review
- Thermal Rejection Assessment: New Strategies for Early Detection.Transplant international : official journal of the European Society for Organ Transplantation · 2025Article
Corrections and comments
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Authors and funding
18 authors at 5 institutions in 2 countries.
Funding
Abstract
backgroundFingertip pulse oximeters are widely available, inexpensive, and commonly used to make clinical decisions in many settings. Device performance is largely unregulated and poorly characterised, especially in people with dark skin pigmentation.
methodsEleven popular fingertip pulse oximeters were evaluated using the US Food and Drug Administration (FDA) Guidance (2013) and International Organization for Standardization Standards (ISO, 2017) in 34 healthy humans with diverse skin pigmentation utilising a controlled desaturation study with arterial oxygen saturation (SaO 2) plateaus between 70% and 100%. Skin pigmentation was assessed subjectively using a perceived Fitzpatrick Scale (pFP) and objectively using the individual typology angle (ITA) via spectrophotometry at nine anatomical sites.
findingsFive of 11 devices had a root mean square error (ARMS) > 3%, falling outside the acceptable FDA performance range. Nine devices demonstrated worse performance in participants in the darkest skin pigmentation category compared with those in the lightest category. A commonly used subjective skin colour scale frequently miscategorised participants as being darkly pigmented when compared to objective quantification of skin pigment by ITA.
interpretationFingertip pulse oximeters have variable performance, frequently not meeting regulatory requirements for clinical use, and occasionally contradicting claims made by manufacturers. Most devices showed a trend toward worse performance in participants with darker skin pigment. Regulatory standards do not adequately account for the impact of skin pigmentation on device performance. We recommend that the pFP and other non-standardised subjective skin colour scales should no longer be used for defining diversity of skin pigmentation. Reliable methods for characterising skin pigmentation to improve diversity and equitable performance of pulse oximeters are needed.
fundingThis study was conducted as part of the Open Oximetry Project funded by the Gordon and Betty Moore Foundation, Patrick J McGovern Foundation, and Robert Wood Johnson Foundation. The UCSF Hypoxia Research Laboratory receives funding from multiple industry sponsors to test the sponsors' devices for the purposes of product development and regulatory performance testing. Data in this paper do not include sponsor's study devices. All data were collected from devices procured by the Hypoxia Research Laboratory for the purposes of independent research. No company provided any direct funding for this study, participated in study design or analysis, or was involved in analysing data or writing the manuscript. None of the authors own stock or equity interests in any pulse oximeter companies. Dr Ellis Monk's time utilised for data analysis, reviewing and editing was funded by grant number: DP2MH132941.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.